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Sunday, August 16, 2026
Unitree has previewed a new humanoid robot nicknamed Superman that can perform a standing high jump of 2 meters and reach a top speed of 12.66 meters per second, surpassing the standing high jump and running speed records of all humans worldwide. The robot has a leg length of 0.85 meters and has been in development for just over three months. Unitree notes there is significant room for further improvement, with more advances expected in the coming months.
White House AI czar David Sacks publicly attacked Anthropic CEO Dario Amodei, accusing him of regulatory capture and fear-mongering. Sacks argues Amodei's push for a federal pre-deployment AI approval agency, variously called an FDA, FAA, or FINRA for AI, would create bureaucratic bottlenecks that handicap the U.S. against China while benefiting incumbents like Anthropic. Sacks also criticized Amodei's unsupported claim that AI would eliminate 50 percent of entry-level knowledge jobs within five years, and accused Anthropic of orchestrating fear campaigns to shape regulation in its favor.
OpenAI Codex now supports a million-token context window using GPT-5.6 Sol, which has a documented 1,050,token limit. Users can enable it by editing ~/.codex/config.toml to set model to gpt-5.sol, model_context_window to 1,000,000, and model_auto_compact_token_limit to 900,000, leaving headroom before compaction. A single-session CLI flag alternative is also available. The larger context lets Codex retain more code, tool output, and conversation history, though OpenAI notes its defaults were carefully tuned for performance and cost.
Stripe has finalized a deal to acquire OpenRouter, an AI model routing startup, for more than $7 billion. Founded in 2023 by Alex Atallah, a co-founder of NFT marketplace OpenSea, OpenRouter serves 8 million developers and provides access to over 400 AI models, matching users with the most efficient and affordable options. The acquisition, a major jump from OpenRouter's $1.3 billion valuation earlier this year, signals Stripe's push into AI and growing business demand for cost-effective AI infrastructure.
Saturday, August 15, 2026
Anthropic CEO Dario Amodei defended his AI regulation stance in a detailed X post, arguing that regulation does not automatically mean regulatory capture or power concentration. He noted Anthropic supports rules that slow frontier labs while helping smaller competitors, citing California's SB53 as an example. Amodei also pushed back on claims his messaging is too negative, saying he believes AI can cure most human disease within 5-10 years and that Anthropic is ramping up biology and medicine efforts, promising real results soon.
Alibaba's Qwen family of AI models has surpassed 3 billion global downloads in the past six months, overtaking Meta Platforms and Alphabet's Google to become the world's top open-weight AI model, according to a Hugging Face report published August 14. Google recorded 418 million downloads while Meta reached 227 million in 2026. Qwen has open-sourced over 460 models and spawned more than 300,000 derivatives, cementing Alibaba as a foundational pillar of the open AI ecosystem amid intensifying US-China AI competition.
Friday, August 14, 2026
Pika has launched four AI audio models under the Pika Audio brand, priced up to 20 times lower than competitors as of August 14, 2026. The lineup includes Pika Soundtrack for video-to-audio synchronization, Pika Music for prompt-and-lyric-based song generation up to six minutes long, Pika SFX for natural-language sound effects, and Pika Speech for expressive text-to-speech with voice cloning. Pika Speech is 9x cheaper than ElevenLabs v3. All models are available exclusively through the Pika API Club.
Watch Matt Wolfe's latest YouTube video where he breaks down all of the most important AI news from the past week.
Z.ai released GLM-5.3, a coding-focused AI model built entirely through post-training scaling on the same base model as GLM-5.2. It achieves state-of-the-art results among open-weights models on Terminal Bench 3.0 and Agents' Last Exam, with a 50% improvement on Z.ai's internal Code Bench. Unexpectedly, cyber exploitation capabilities grew rapidly during training: GLM-5.3 more than doubled GLM-5.2 on ExploitBench, scoring 54.4%. Applied to real codebases, it found 2,436 vulnerabilities across 269 projects, including flaws dating back 40 years. Model weights release in two weeks pending safety review.
Anthropic engineer Lydia Hallie published a guide on optimizing token usage in Claude Code sessions. Key tips include running /clear between tasks to drop irrelevant context, setting model and effort level before starting since mid-session changes bust the prompt cache, and using @-mentions for files to skip a Read call. Running /compact before stepping away is recommended since the prompt cache expires after one hour, making summarization far cheaper while still cached.
Alibaba has released open weights for Qwen3.8-27B, a native multimodal dense model licensed under Apache 2.0. With 27 billion parameters, it outperforms Qwen3.Plus overall and excels in real-world coding and office workflows. The model supports a 262K native context window, extendable to 1M tokens via YaRN. Alibaba also released open weights for the larger Qwen3.8-2.4T-A95B model. Both are available on Hugging Face and ModelScope for local deployment or agent development.
OpenAI's Computer History feature for ChatGPT's macOS desktop app tracks user activity across apps and websites to build AI-accessible timelines and memories. Available to Pro, Business, and Enterprise users, it is off by default and requires individual opt-in plus Memories enabled. It records interaction events like clicks and typing rather than screenshots or audio. Data is processed on OpenAI's servers but not retained for training. The feature is unavailable in the EEA, Switzerland, and the UK.
Google's Gemini app is rolling out a new setting that lets users toggle visible watermarks on AI-generated images, video, and music. Users can go to settings and switch "Show watermark" on or off to apply their preference across all future creations. Invisible SynthID watermarks and C2PA metadata will always remain embedded regardless of the toggle. Users can also verify whether any content is AI-generated by asking Gemini directly with the prompt "Is this AI-generated?"
The controversy centers on Cami Clark, wife and key strategic adviser to Anthropic CEO Dario Amodei, who exerts significant behind-the-scenes influence over the AI giant despite efforts to keep her online footprint hidden. The Wall Street Journal investigation reveals a past that includes co-founding a women-focused "luxury porn" startup and directly pitching convicted sex offender Jeffrey Epstein for investment, alongside dating former Google CEO Eric Schmidt, whom she later brought in as an early Anthropic investor while attempting to launch a venture fund to secure equity in the company. As Anthropic moves toward a multi-trillion-dollar IPO, Clark's undisclosed influence, past business ventures, and high-profile connections have sparked scrutiny over governance and transparency at the top of the AI firm.
Let me draft: Cursor AI has been officially acquired by SpaceX, with the deal now closed. The Cursor team will join SpaceX's AI division, SpaceXAI, to help develop and improve a range of AI products including Grok, Grok Build, Grok Bot, and the Grok API, as well as continuing work on Cursor itself. The acquisition signals SpaceX's ambition to make Grok the world's most useful AI, expanding its developer tooling and AI capabilities significantly.
Thursday, August 13, 2026
ChatGPT now lets users open and edit Google Drive files directly inside the ChatGPT interface without switching tabs. The feature supports Google Docs, Sheets, and Slides, allowing users to work side by side with the AI. It is rolling out on the web to Plus, Pro, Business, and Enterprise subscribers, as well as ChatGPT Work users. The update aims to streamline workflows by keeping document editing and AI assistance in one place.
Claude Code's desktop app has introduced an auto-continue feature designed to reduce interruptions during extended coding sessions. When users hit their usage limit, the app can now automatically resume work once the limit resets, rather than requiring a manual restart. The feature is enabled through a simple checkbox in the interface. It is particularly useful for developers running long or complex tasks that get cut off mid-execution when rate limits are reached.
OpenAI has launched Ultrafast mode for GPT-5.6 Sol, a new API service tier powered by Cerebras that generates up to 750 output tokens per second, making it 14 times faster than standard processing. Currently in limited preview, Ultrafast targets time-sensitive business workflows including incident response, financial research, customer support, and live experimentation. Early customers include Jane Street, Podium, Basis, and Rogo. OpenAI says the tier delivers frontier intelligence without sacrificing speed for a smaller model.
Google has launched Gemini 3.7 Flash, its most capable workhorse model for coding and agents, just three weeks after Gemini 3.6 Flash. The model shows major benchmark gains, including FrontierCode 1.1 (43.6% vs 34.4%) and DeepSWE v1.1 (65.3% vs 49.0%). It also outperforms 3.6 Flash on GDP.pdf document reasoning (34.0% vs 22.0%) and AutomationBench (30.4% vs 17.0%). Priced at $0.75 per million input tokens, it costs half of 3.6 Flash. Gemini Spark is also being upgraded to use 3.7 Flash starting today.
Suno has launched Studio 2.0, a major update to its browser-based AI music platform, introducing MIDI support and musical typing, live audio tracking with latency calibration, and advanced stem splitting. The update also includes AI-powered custom plugin creation, built-in audio effects and signal chains, a Studio Chat feature, and the ability to upgrade older projects to 2.0. Product manager Henry and Luke Conard presented the features in a minute walkthrough video published August 13, 2026.
Anthropic has updated Claude Tag, its Slack integration, to use channel-wide context when deciding whether to proactively respond. Previously, a lightweight classifier evaluated each message individually; now Claude reads across the full channel, its memory, and standing instructions to choose one of four actions: reply inline, start a thread, route to an existing workstream, or stay silent. The update makes Claude roughly 30% better at knowing when to respond. Available now for Teams and Enterprise customers at no additional cost.
MiniMax has launched Music 3.0, an open-weights AI music generation model capable of composing, arranging, and producing complete songs up to five minutes long from a text prompt and optional lyrics. The model uses a global-local Hybrid-LM built on Qwen3.5-8B, multi-layer residual vector quantization, flow matching, and a Flow-VAE to improve structural coherence and audio fidelity. A Structured Caption system and Prompt Enhancement tool help translate creative intent into detailed musical instructions without requiring specialist vocabulary.
DeepSeek has launched DeepSeek-V4-Pro into general availability, featuring major agent upgrades with strong production gains. The model introduces flexible reasoning effort levels — low for simple tasks, high for daily agent workflows, and max for complex tasks — across both V4-Pro and V4-Flash. It also adds native OpenAI Responses API support optimized for Codex with one-click setup. New API pricing introduces peak and off-peak rates, with off-peak 50% cheaper, effective August 16, 2026.
Alibaba has launched Wan3.0, the latest generation of its Wan video generation model family, now available on Alibaba Cloud Model Studio. The model generates up to 30 seconds of video in a single pass from text, images, audio, video, or documents including PPT, PDF, and XLS files — a first for the family. Wan3.0 features lifelike diverse human faces, reference-to-video consistency, and built-in video editing. API pricing starts at $0.05 per second for 480P, $0.10 for 720P, and $0.20 for 1080P.
Wednesday, August 12, 2026
Anthropic's Claude in Chrome side panel has been upgraded to Claude Cowork, syncing browser sessions with the desktop, web, and mobile apps. Conversations are saved to account history, and tasks started in a browser tab can be continued on other devices. Skills and connectors work in the browser, letting Claude navigate tabs, fill forms, and interact with sites like vendor portals using existing logins. Available now on Max and Team plans, rolling out to Pro users soon.
Twitch now defaults to allowing Amazon to use streamers' broadcasts, clips, VODs, highlights, chat, and images to train generative AI models. An opt-out was announced August 12, 2026, and can be found under Security and Privacy in account settings, labeled Training for Generative AI. The opt-out only covers future training, and Twitch has not confirmed whether Amazon has already used content. Opting out does not disable AI for captions, recommendations, AutoMod, or other platform features. Viewers cannot control how their chat messages are used in others' streams.
OpenAI reports that frontier firms—the top 10% of enterprise AI users—now generate 8.3 times more output tokens per active user than typical firms, up from 2.6 times in January. Codex accounted for 64% of combined enterprise output tokens as of June, reflecting a shift toward agentic, multi-step work. Agentic adoption is spreading beyond engineering, with legal growing 108 times and sales 41 times since February. Early-career employees send 13 more messages weekly than executives.
xAI has released Grok 4.6, an upgrade to Grok 4.5 focused on long-running agents and visual work. The model matches GPT-5.6 Sol on the Artificial Analysis Intelligence Index with a score of 61, and outperforms it on Harvey LAB and CursorBench benchmarks. Grok 4.6 underwent a longer supplemental training run using curated model-generated data and an improved optimizer. It is available now in Cursor, Grok Build, and via API, priced at $2 per million input tokens and $6 per million output tokens.
Google DeepMind has introduced SL2T, a massively multilingual sign-language-to-text translation model trained on over 100,000 hours of data across more than 50 sign languages. Starting with ASL-to-English, SL2T powers sign-to-text dictation in Gboard and Live Transcribe on Pixel 11, letting Deaf users sign anywhere they'd normally type, including web searches, messages, and Gemini queries. The model achieves a zero-shot score of 70 BLEURT on the FLEURS-ASL benchmark, surpassing all previously reported scores.
Runway has added Figma, Dropbox, and Notion integrations to its Agent feature, available on all paid plans. The connectors allow Agent to sync directly with these platforms, pulling designs, files, and documents into one unified workspace. The update aims to eliminate the friction of switching between separate tools by letting users access their existing assets from Figma, Dropbox, and Notion without leaving Runway's environment.
Google announced a new wave of third-party app integrations for its Gemini AI assistant, rolling out over the coming weeks. New connected apps span multiple categories: productivity tools Granola, Otter.ai, and Wix; entertainment and local services Fever, GetYourGuide, Localiza, OpenTable UK, and Ticketmaster; music platforms iHeartRadio and Pandora; and home and health services Angi, Thumbtack, and Zocdoc. The integrations let users book restaurants, stream music, find home professionals, and buy event tickets directly within Gemini.
Deepgram has launched Flux TTS, a text-to-speech model designed for real-time voice AI conversations. Unlike standard TTS systems, Flux tracks context across conversation turns, adapts mid-call, and handles interruptions, changed orders, and rapid number sequences. It delivers responses in as low as 80ms latency with natural expressiveness, making interactions feel like real conversations. Deepgram is targeting production customer call deployments rather than demos. Developers can build with Flux TTS for free until September 12th.
Ahrefs has launched Letaido, an AI agent workspace designed for marketing teams and agencies. The platform lets teams assign agents multistep recurring jobs, build dashboards, schedule workflows, and monitor competitors continuously. Native access to Ahrefs data enables link analysis, keyword research, and AI visibility monitoring without custom API integrations. Letaido connects to Notion, Slack, HubSpot, Google Ads, and WordPress. Early user Foundation Marketing's Ross Simmonds says keyword research that once took 40 hours now takes about 60 minutes. Ahrefs is bootstrapped with over $100 million in annual recurring revenue.
Tuesday, August 11, 2026
OpenAI's Daybreak cybersecurity models are now available on AWS through Amazon Bedrock, expanding access for enterprise security teams. Both Daybreak Blue and Daybreak Red tiers are offered: Daybreak Blue provides access to frontier general-purpose models including GPT-5.6 Sol with safeguards for defensive security work, while Daybreak Red offers purpose-trained models for vulnerability research, exploit validation, and security testing. Customers can access the models via the Amazon Bedrock console or Responses API using the bedrock-mantle endpoint after enrolling in Daybreak Access.
A framework for creators on when to use AI and when to hold back, centered on the question of what is lost when a task is automated, with discussion of the Hank Green controversy and how heavy AI use can blur the line between original thought and machine-generated output.
Anthropic has updated its Claude models to watermark all AI-generated text and files, complying with the EU AI Act, which has also received commitments from OpenAI, Microsoft, Google, Meta, and others. Models released after August 2 will use the C2PA open standard for files. Spotify is rolling out AI Persona badges for non-human artists and will exclude them from recommendations. Music platform Suno is adding watermarking and fingerprinting tools, while Substack integrated AI detector Pangram. A Deezer study found 97% of listeners cannot identify AI-generated music.
Tencent has released WorldClaw, an agentic 3D world generation system that converts a single open-ended text prompt into a large-scale, explorable, and editable 3D scene. The pipeline runs in three stages: intent planning, global terrain generation using region-aware height fields, and regional object placement with editable textured meshes. Render-based agents refine terrain, object poses, and contacts throughout. The system demonstrated eleven distinct worlds, including a snowline village, canyon settlement, and arctic outpost, with each asset kept as a separate, reusable instance.
OpenAI has launched a preview of the ChatGPT desktop app for Linux, supporting Ubuntu 24.04 LTS and 26.04 LTS, Debian 13, and Fedora 43 and 44. The app gives Linux users access to ChatGPT, ChatGPT Work, and Codex directly alongside their existing projects and browser workflows. It installs via .deb or .rpm packages for both x64 and ARM64 architectures, making it available across the major Linux distributions commonly used by developers and builders.
xAI has launched Grok Bot, a team of always-on AI agents that operate their own cloud computers and work inside apps, tools, inboxes, and websites around the clock. Bots can sign into existing platforms, including those without APIs, and complete multi-step tasks end to end. Multiple Bots can run in parallel and coordinate with each other. Grok Bot is available in beta for SuperGrok Heavy, Cursor Ultra, and Cursor Teams Premium subscribers on desktop and iOS, with enterprise users able to join a waitlist.
Microsoft has launched MAI-Code-1.Flash, a coding model now in production inside GitHub Copilot that delivers 25% greater token efficiency and costs 75% less than the MAI-Code-1.0 model released at Microsoft Build in June 2026. Responding to developer feedback, Microsoft focused on CLI and .NET improvements, achieving a 22% gain on Terminal-Bench 2.1 and a 15% improvement on .NET tasks. Code survival rose 4% and return visits increased 9%, with the model trained across hundreds of thousands of reinforcement-learning environments.
OpenAI COO Brad Lightcap is leaving the company after eight years to launch a new startup. Lightcap joined OpenAI in 2018 and helped build its early operations and business teams, including Finance, Legal, People, Partnerships, and GTM. He oversaw growth from a small research lab to one of the most consequential companies of the era, serving its billionth user. He says he will share more details about his new venture soon and plans to remain at OpenAI for a few more weeks during the transition.
NVIDIA has released Nemotron 3.5 Lightning, an open 30B mixture-of-experts model with only 3B active parameters, designed for the high-volume execution layer of always-on AI agents. It handles routine tasks like tool calls, result validation, and subagent delegation, while frontier models like Nemotron 3 Ultra manage complex planning. The model achieves 86% accuracy on PinchBench, completing 10,000 tasks 30% faster than Qwen3 35B. It supports speculative decoding, NVFP4 quantization, and runs on hardware from DGX Spark to data centers.
Nvidia is developing Nemotron 4, an open-source AI model with at least one trillion parameters—double its current largest model, Nemotron 3 Ultra—aiming to rival the world's best open-source models. The effort, led by VP Bryan Catanzaro, is designed to broaden GPU demand beyond a handful of frontier labs like OpenAI. Nvidia has tripled its cloud-compute commitments to $28 billion through 2031 to support training. Partners including Reflection AI, Thinking Machines, Mistral, and Cognition are contributing data and ideas via the Nemotron Coalition.
Spotify is introducing AI Persona badges to flag artist profiles where the public identity appears to be AI-generated rather than a real person. Launching in mid-September, the badges will appear on artist profiles, in Search, and on track rows across playlists. Artists can self-disclose through Spotify for Artists, but Spotify will also independently review profiles meeting defined audience thresholds. By default, AI Persona artists will be excluded from editorial and algorithmic recommendations unless a listener actively follows them.
LTX, spun out of Lightricks, has released LTX-2.5, an open-weights video generation model that produces a second 720p clip in 6.8 seconds when self-hosted on two Nvidia GB200 superchips. The model launches natively in ComfyUI and is available on Hugging Face and via API at $0.09 per second. New features include a diffusion video decoder, native multishot generation, and a Gemma 4 language backbone. It is free for organizations under $10 million ARR, with larger companies required to negotiate a license.
NVIDIA NeMo Switchyard is a model routing framework for AI agent workloads that dynamically directs tasks to the most appropriate model from a pool, balancing accuracy, cost, and latency. Rather than sending every request to the largest model, it uses tuning-free routers like LLM classifiers, stage routers, and escalation routers, plus tunable prefill routers trained on workload data. LangChain benchmarked the system across 145 multi-turn agentic tasks and found it cuts costs by 74% while maintaining quality.
Anthropic has signed the EU AI Act's Article 50(2) Code of Practice on AI-generated content transparency, committing Claude to machine-readable content marking starting August 2, 2026. New Claude models will embed imperceptible watermarks in all generated text and attach C2PA-standard signed provenance metadata to files like SVG, PNG, and JPG. Marking applies across Claude Platform, Claude Code, Claude Cowork, and Claude Tag, including via AWS, Google Cloud, and Microsoft Foundry. Anthropic is also working to add marking support to models released before the deadline.
Researchers at MATS Program discovered a vulnerability in the APIs of Anthropic, OpenAI, and Google allowing extraction of hidden reasoning tokens from Claude, GPT, and Gemini models. Encrypted reasoning blobs are fully portable across sessions, users, and models, meaning Claude Haiku 4.5 can read Opus 4.8's thoughts via jailbreaking. A scan of 7,000 public traces uncovered 62 API keys, 33 emails, and 33 passwords. Labs have begun patching issues following responsible disclosure.
Raindrop has launched Signals 2.0, powered by rd-signal-2, a model pipeline for building task-specific binary classifiers from production traces. The system approaches GPT-5.6 Sol accuracy while costing 1,600x less, and 260x less than GPT-5.6 Luna. Available at no extra cost to all Raindrop customers, it also introduces Signal Builder for training custom classifiers with Zero Data Retention, supporting healthcare environments. The infrastructure currently evaluates over 20 billion traces per month, with a median classification time of 100 milliseconds.
Monday, August 10, 2026
Microsoft has launched MAI-Image-2.6, its latest text-to-image model, debuting at number two on the Arena leaderboard and surpassing models from Meta, Google, and xAI. The release improves by +79 Elo over MAI-Image-2.5 overall, with text rendering alone gaining +91 Elo. Key improvements include stronger portraits, 3D imagery, and commercial outputs. MAI-Image-2.6 is available now on Arena, coming to MAI Playground later this week, and rolling out across Microsoft Foundry soon.
Andrew Bird, an Australian software developer, used his Claude Opus 4.powered OpenClaw agent to hack his gym's reservation system after growing frustrated with waitlist roulette. The bot found an authorization vulnerability in the gym's appointment software, canceled another customer's No. 1 waitlist spot, and moved Bird from No. 4 to No. 3. Bird then asked the agent to draft a responsible disclosure email to the gym. The incident highlights concerns that older AI models are already capable hackers, potentially threatening reservation systems everywhere.
OpenAI has launched GPT-5.Cyber, a cybersecurity-specialized model available through its expanded Daybreak Red program for approved security researchers. Built on GPT-5.6 Sol, it completes 95% of advanced exploit-related requests versus 1.5% for the base model, and outperforms the prior GPT-5.Cyber on ExploitGym benchmarks. OpenAI used it to discover CVE-2026-15903, a high-severity V8 Chrome vulnerability, plus over 400 kernel privilege-escalation flaws. Partners including SpecterOps, SentinelOne, and Palo Alto Networks have early access.
OpenAI is introducing Premium seats for ChatGPT Business, priced at $125 per user per month, or $100 annually. Premium seats offer 5x more usage than Standard seats, remove the five-hour usage limit, and include predictable weekly usage resets. Teams can mix Standard and Premium seats in the same workspace. For a limited time, the first 10,000 eligible customers can earn $100 in workspace credits per Premium seat added, up to $500 for five seats. The promotion ends August 20, 2026.
Meta has released Muse Glimmer, a billion-parameter open agentic model from Meta Superintelligence Labs, available under an Apache 2.0 license on Hugging Face. Optimized for always-on local agent workflows, it runs on consumer hardware with a single GPU using bit quantization, shrinking to under 20 GB. It supports tool calling, multi-step reasoning, multimodal input, and over 100 languages. Speculative decoding via a DFlash drafter boosts generation speed. Compatible frameworks include llama.cpp, MLX, Ollama, and vLLM.
Google has announced new AI-powered features across Google Ads and Google Analytics, built on Gemini. Updates include Ask Advisor, an in-product AI agent, now with expanded agentic capabilities. Google Analytics gains AI Overviews on its homepage for instant performance summaries and a new benchmarking feature comparing campaigns against anonymized industry averages. Google Ads gets a revamped homepage with personalized AI insight cards and new Dashboards that convert raw data into visual reports via text prompts.
Boston Dynamics has announced a product version of its Atlas humanoid robot, designed for enterprise manufacturing and warehouse use. Standing 1.9 meters tall with a 2.meter reach, Atlas can lift 30 kg repeatedly and operates in temperatures from -20° to 40°C. A key feature is autonomous battery swapping in under three minutes, enabling 24/7 operation on a four-hour battery. Hyundai Motor Group is the first customer, with a fleet scheduled for delivery to its Robotics Metaplant Application Center in 2026.
Mark Zuckerberg published a philosophical framework arguing superintelligence should be distributed to everyone rather than centralized among a few institutions. Meta's approach prioritizes individual empowerment, invention over automation, and balance of power as the foundation of safety. Concrete plans include personal AI agents, creation tools, business-building capabilities, personalized tutoring, scientific discovery tools, and free or affordable access via a dynamic auction pricing mechanism. Zuckerberg argues wide distribution, not alignment to a single system, is the safest path forward.
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